Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV

Improved possibilities for transport, as a consequence of diminishing ice mass in the Arctic, leads to more activity in these areas. Some of the greatest dangers of heightened presence in the Arctic is associated with sea ice. To decrease the dangers of sea ice in Arctic areas, fixed-wing UAVs can b...

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Bibliographic Details
Main Author: Grindheim, Vegard
Other Authors: Fossen, Thor Inge
Format: Master Thesis
Language:English
Published: NTNU 2015
Subjects:
Online Access:http://hdl.handle.net/11250/2352442
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spelling ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/2352442 2023-05-15T14:55:41+02:00 Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV Grindheim, Vegard Fossen, Thor Inge 2015 http://hdl.handle.net/11250/2352442 eng eng NTNU ntnudaim:12699 http://hdl.handle.net/11250/2352442 Kybernetikk og robotikk (2 årig) Master thesis 2015 ftntnutrondheimi 2019-09-17T06:51:06Z Improved possibilities for transport, as a consequence of diminishing ice mass in the Arctic, leads to more activity in these areas. Some of the greatest dangers of heightened presence in the Arctic is associated with sea ice. To decrease the dangers of sea ice in Arctic areas, fixed-wing UAVs can be used to find and tag dangerous ice with GPS based position transmitting beacons. This would allow traffic and offshore installations to operate more safely by knowing about dangers beforehand. This thesis will focus on the specific task of making a UAV system capable of hitting sea ice with a GPS beacon by an unguided air drop. This task has several parts, including calculating the aerial release point and guiding the UAV to this point with high accuracy. The combined drop accuracy and precision required from this system is to be able to hit sea ice with a radius of 10 meters 95% of the time. 10 m is approximately the radius of a small floe. Several approach methods were applied with different controllers and path planners to accurately guide the UAV to the aerial release point. The best combination of these used optimization techniques combined with a line-of-sight path-following controller. This combination acquired a theoretical accuracy of 1.63 m and a precision of 7.14 m from simulated results. This was combined to give a 95% chance of hitting within 8.77 m of the sea ice centre, which is better than the required accuracy set in this thesis. This result was unfortunately not confirmed by flight tests, as unforeseen circumstances prevented flight time when the system was completed. However, early flight tests validates the correctness of the simulation results to some degree. Master Thesis Arctic Sea ice NTNU Open Archive (Norwegian University of Science and Technology) Arctic
institution Open Polar
collection NTNU Open Archive (Norwegian University of Science and Technology)
op_collection_id ftntnutrondheimi
language English
topic Kybernetikk og robotikk (2 årig)
spellingShingle Kybernetikk og robotikk (2 årig)
Grindheim, Vegard
Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
topic_facet Kybernetikk og robotikk (2 årig)
description Improved possibilities for transport, as a consequence of diminishing ice mass in the Arctic, leads to more activity in these areas. Some of the greatest dangers of heightened presence in the Arctic is associated with sea ice. To decrease the dangers of sea ice in Arctic areas, fixed-wing UAVs can be used to find and tag dangerous ice with GPS based position transmitting beacons. This would allow traffic and offshore installations to operate more safely by knowing about dangers beforehand. This thesis will focus on the specific task of making a UAV system capable of hitting sea ice with a GPS beacon by an unguided air drop. This task has several parts, including calculating the aerial release point and guiding the UAV to this point with high accuracy. The combined drop accuracy and precision required from this system is to be able to hit sea ice with a radius of 10 meters 95% of the time. 10 m is approximately the radius of a small floe. Several approach methods were applied with different controllers and path planners to accurately guide the UAV to the aerial release point. The best combination of these used optimization techniques combined with a line-of-sight path-following controller. This combination acquired a theoretical accuracy of 1.63 m and a precision of 7.14 m from simulated results. This was combined to give a 95% chance of hitting within 8.77 m of the sea ice centre, which is better than the required accuracy set in this thesis. This result was unfortunately not confirmed by flight tests, as unforeseen circumstances prevented flight time when the system was completed. However, early flight tests validates the correctness of the simulation results to some degree.
author2 Fossen, Thor Inge
format Master Thesis
author Grindheim, Vegard
author_facet Grindheim, Vegard
author_sort Grindheim, Vegard
title Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
title_short Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
title_full Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
title_fullStr Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
title_full_unstemmed Accurate Drop of a GPS Beacon Using the X8 Fixed-Wing UAV
title_sort accurate drop of a gps beacon using the x8 fixed-wing uav
publisher NTNU
publishDate 2015
url http://hdl.handle.net/11250/2352442
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_relation ntnudaim:12699
http://hdl.handle.net/11250/2352442
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